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Add more Speech API to your bot

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Add more Speech API to your bot

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Add more Speech API to your bot

  1. 1. You should add more Speech API into your Bot @GosiaBorzecka
  2. 2. About me @GosiaBorzecka
  3. 3. Agenda Create your bot.. And add more intelligent! With Speech API? Azure Speech API (Cognitive Services) Summary @GosiaBorzecka
  4. 4. Your bot
  5. 5. Your bot  Answer common questions  Making appointment in your system  Automate helpdesk  Help with interview process  Finding events near you  Showing latest updates about your company/organisation  Helping plan your day/meeting  Finding people that works on similar project @GosiaBorzecka
  6. 6. The basic (and most popular) bot QnA @GosiaBorzecka
  7. 7. Add some intelligent
  8. 8. But which one? Microsoft (Cognitive Services) Google (Cloud) AWS IBM Watson  Mozilla  Speechmatics  Neospeech  iSpeech  …. @GosiaBorzecka
  9. 9. But which one? Microsoft (Cognitive Services) Google (Cloud) AWS IBM Watson Speech Natural Language Bot Custom Model @GosiaBorzecka
  10. 10. Intelligent API providers Microsoft (Cognitive Google (Cloud) AWS IBM Watson Speech  Speech to Text  Text to Speech  Speech translation Natural Language  LUIS Bot  Bot Framework Custom Model  LUIS @GosiaBorzecka
  11. 11. Intelligent API providers Microsoft (Cognitive Services) Google (Cloud) AWS IBM Watson Speech  Speech-to-Text  Text-to-Speech  Translation Natural Language  Google NLP Bot  Dialogflow Custom Model  Auto ML @GosiaBorzecka
  12. 12. Intelligent API providers Microsoft (Cognitive Services) Google (Cloud) AWS IBM Watson Speech  Amazon Polly (Text-to- Speech)  Amazon Transcribe (Speech-to-Text)  Amazon Translate Natural Language  Amazon Comprehend Bot  Amazon Lex Custom Model  Sage Maker @GosiaBorzecka
  13. 13. Intelligent API providers Microsoft (Cognitive Services) Google (Cloud) AWS IBM Watson Speech  Speech to Text  Text to Speech  Language Translator Natural Language  Natural Language Understanding Bot  Watson Assistant Custom Model  Knowledge Studio @GosiaBorzecka
  14. 14. Which one choose? @GosiaBorzecka
  15. 15. In this case… @GosiaBorzecka
  16. 16. Bot Framework @GosiaBorzecka
  17. 17. @GosiaBorzecka
  18. 18. Bot Framework @GosiaBorzecka
  19. 19. Bot Framework @GosiaBorzecka
  20. 20. Bot Framework @GosiaBorzecka
  21. 21. QnA Maker @GosiaBorzecka
  22. 22. QnA Maker @GosiaBorzecka
  23. 23. QnA Maker @GosiaBorzecka
  24. 24. Call QnA Maker @GosiaBorzecka
  25. 25. LUIS @GosiaBorzecka
  26. 26. LUIS @GosiaBorzecka
  27. 27. LUIS @GosiaBorzecka
  28. 28. Natural Language Processing Intents  None  List  Help  Confirmation  Purchase  Weather Entities  Address  Age  Location  Category  Url  Time @GosiaBorzecka
  29. 29. Call LUIS @GosiaBorzecka
  30. 30. We have a bot with some intelligent… LET IT SPEAK! @GosiaBorzecka
  31. 31. Cognitive Services: Speech Speech-to-Text Text to Speech Speaker Recognition (Preview) Speech translation @GosiaBorzecka
  32. 32. Speech APIs (30 days) @GosiaBorzecka
  33. 33. Pricing (Free)  Speech translation (5h free per month)  Speech-to-Text (5h free per month)  Speech to Text with Custom Speech Model (5h free per month)  Speech endpoint hosting (1 model free per month)  Text to Speech with Standard Voices (5M characters free per month)  Text to Speech with Custom Voice Font (5M characters free per month)  Text to Speech with Neural Voices (0.5M characters free per month) @GosiaBorzecka
  34. 34. Pricing (Standard)  Speech translation (£1.87 per hour)  Speech-to-Text (£0.746 hour)  Speech to Text with Custom Speech Model (£1.044 per hour)  Speech endpoint hosting (£29.82/model/month)  Text to Speech with Standard Voices (£2.982 per 1M chars)  Text to Speech with Custom Voice (£4.472 per 1M chars)  Text to Speech with Neural Voices (£11.925 per 1M chars)  Custom Voice Font hosting (£29.82/model/month) @GosiaBorzecka
  35. 35. SDKs C/C++ C# Java JavaScript/NodeJS Objective-C Python @GosiaBorzecka
  36. 36. Speech-to-Text @GosiaBorzecka
  37. 37. Speech-To-Text  Transcribes continuous real-time speech into text  Can batch transcribe speech from audio recording  Supports intermediate results, end-of-speech detection, automatic text formatting, and profanity masking  Can call on Language Understanding (LUIS) to deliver user intent from transcribed speech @GosiaBorzecka
  38. 38. Speech-To-Text: Custom
  39. 39. Text-to-Speech @GosiaBorzecka
  40. 40. Text to Speech (TTS) Synthesis into human-sounding speech Return as audio file @GosiaBorzecka
  41. 41. Neural Voices GuyNeural (en-US, male) JessaNeural (en-US, female) XiaoxiaoNeural (zh-CN, female) – only Southen Asia @GosiaBorzecka
  42. 42. Standard voices (English UK) Susan-Apollo (female) HazelRUS (female) George-Apollo (male) https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/language-support#standard-voices @GosiaBorzecka
  43. 43. Standard voices: other English (Ireland) English (Australia) English (Canada) English (India) English (US) Spanish (Spain) Spanish (Mexico) French (France) French (Canada) French (Switzerland)
  44. 44. Text to Speech (SDK, C#) @GosiaBorzecka
  45. 45. Text to Speech (SDK, C#)
  46. 46. Speech translation @GosiaBorzecka
  47. 47. Speech translation  End-to-end, real time, multilanguage transaction  Can be used to:  Speech to speech  Speech to text  Technology:  SMT (Statistical Machine Translation)  NMT (Neural Machine Translation) @GosiaBorzecka
  48. 48. Neural machine translation https://www.microsoft.com/en-us/translator/business/machine-translation/ @GosiaBorzecka
  49. 49. How does speech translation work? https://www.microsoft.com/en-us/translator/business/machine-translation/ @GosiaBorzecka
  50. 50. Speaker Recognition (Preview) @GosiaBorzecka
  51. 51. Speaker Recognition (Preview) Speaker Verification Speaker Identification @GosiaBorzecka
  52. 52. Speaker Recognition (Preview) SDK • Android (Java) • Windows (C#) @GosiaBorzecka
  53. 53. Speaker Recognition (Preview)  Audio format requirements: Container WAV Encoding PCM Rate 16K Sample Format 16 bit Channels Mono @GosiaBorzecka
  54. 54. Create Profile @GosiaBorzecka
  55. 55. Supported locale es-ES (Castilian Spanish) en-US (American English) fr-FR (Standard French) zh-CN (Mandarin Chinese) @GosiaBorzecka
  56. 56. Let’s add Speech to the bot! @GosiaBorzecka
  57. 57. Configure bot @GosiaBorzecka
  58. 58. Bot configuration: default.htm @GosiaBorzecka
  59. 59. Bot configuration: default.htm @GosiaBorzecka
  60. 60. Bot configuration: EchoBot.cs @GosiaBorzecka
  61. 61. Speech priming  Improve speech recognition accuracy for important words  Only U.S. regional LUIS apps  Applies to:  Cortana Channels  Web Channels @GosiaBorzecka
  62. 62. @GosiaBorzecka
  63. 63. Ok, ok.. But why add Speech API? @GosiaBorzecka
  64. 64. What most popular chatbots (with Speech API) do you know? Siri Google Now Alexa Cortana Facebook @GosiaBorzecka
  65. 65. Use Speech API for: DIFFICULT WITH SEEING DIFFICULT WITH TYPING SAVE TIME WITH TYPING AUTOMATIC TRANSLATION DETECT EMOTIONS @GosiaBorzecka
  66. 66. Who using Speech API?
  67. 67. This Photo by Unknown Author is licensed under CC BY-SA
  68. 68. Not bot but..
  69. 69. Are you going to use Speech API with your bot?
  70. 70. Thank you Dziękuję 谢谢 Dankie धन्यवाद ‫תודה‬ Mesi Ευχαριστούμε Questions? Je vous remercie Kiitos Salamat sa iyo Vinaka vakalevu Aitäh Dank u Tak Děkuju Hvala ti 謝謝 Gràcies 多謝 Благодаря Hvala ধন্যবাদ ‫شكرا‬ačiū paldies 감사합니다 Asante ありがとう Grazie Terima kasih köszönöm Þakka þér ua tsaug Спасибо vă mulţumesc Jamädi Obrigado ‫متشکرم‬ takk grazzi terima kasih Misaotra anaoGracias ďakujem Hvala ti Хвала ти Faafetai Tack நன்றி Mauruuru ia oe ขอบคุณ ధన్యవాదాలుFakamalo atu 'i ho'o ‫شکريا‬ Дякую Teşekkür ederiz Níib óolal Diolch Cảm ơn bạn @GosiaBorzecka

Add more Speech API to your bot

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